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How to Use an LLM-Powered Boilerplate for Building Your Own Node.js API

  • Building on this progress, I’ve extended my existing Node.js API boilerplate with a new tool LLM Codegen.
  • A standalone feature enables the boilerplate to automatically generate module code for any purpose based on text descriptions.
  • The generated module comes complete with E2E tests, database migrations, seed data, and necessary business logic.
  • This boilerplate follows specific structures and patterns that I believe are of high quality.
  • The generated code after the first stage is clean and adheres to vertical slicing architecture principles.
  • The second use case involves generating DB migration with the appropriate schema and updating the seed script with the necessary data.
  • The final use case is generating E2E tests, which help confirm that the generated code works correctly.
  • LLM clients are OpenAI and Claude.
  • The core remaining work is performed by micro-agents: Developer, Troubleshooter, and TestsFixer.
  • During the development and testing, it was used with various module descriptions, ranging from simple to highly detailed.

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